Upload Date | February 13 2023 01:28 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Xiaomi 2201117TL |
Model ID | Xiaomi 2201117TL |
Motherboard | spes |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 3.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
141
15.1 IPS |
|
Image Classification (F16)
|
100% |
135
14.4 IPS |
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
245
1.52 IPS |
|
Image Segmentation (F16)
|
100% |
243
1.50 IPS |
|
Image Segmentation (I8)
|
89% |
597
3.68 IPS |
|
Pose Estimation (F32)
|
100% |
109
0.44 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
168
0.68 IPS |
|
Object Detection (F32)
|
100% |
200
7.03 IPS |
|
Object Detection (F16)
|
100% |
199
6.99 IPS |
|
Object Detection (I8)
|
52% |
288
10.1 IPS |
|
Face Detection (F32)
|
100% |
247
2.84 IPS |
|
Face Detection (F16)
|
100% |
248
2.85 IPS |
|
Face Detection (I8)
|
75% |
458
5.26 IPS |
|
Text Classification (F32)
|
100% |
143
56.6 IPS |
|
Text Classification (F16)
|
100% |
143
56.6 IPS |
|
Machine Translation (F32)
|
100% |
144
22.2 IPS |
|
Machine Translation (F16)
|
100% |
146
22.4 IPS |